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imbalanced classification

77 papers

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Co-occurring keywords

class imbalance (555) text classification (6793) data augmentation (3052) long-tailed distribution (142) stochastic optimization (1060) imbalanced learning (48) imbalanced datum (81) auc maximization (24) loss function (462) deep learning (2118)

Papers

Stochastic Optimization of Areas Under Precision-Recall Curves with Provable Convergence NIPS 2021
Building Decision Tree for Imbalanced Classification via Deep Reinforcement Learning ACML 2021
IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets NAACL 2021
Variational Disentanglement for Rare Event Modeling AAAI 2021
Deep Differential Amplifier for Extractive Summarization ACL 2021
Label-Imbalanced and Group-Sensitive Classification under Overparameterization NIPS 2021
Hierarchical Dependency Constrained Averaged One-Dependence Estimators Classifiers for Hierarchical Feature Spaces PGM 2020
Automatic Detecting for Health-related Twitter Data with BioBERT COLING 2020
M2m: Imbalanced Classification via Major-to-Minor Translation CVPR 2020
Posterior Re-calibration for Imbalanced Datasets NIPS 2020
On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks EMNLP 2020
LIBRE: Learning Interpretable Boolean Rule Ensembles AISTATS 2020
From Cost-Sensitive Classification to Tight F-measure Bounds AISTATS 2019
Application of an Automatic Plagiarism Detection System in a Large-scale Assessment of English Speaking Proficiency ACL 2019
Focused Anchors Loss: cost-sensitive learning of discriminative features for imbalanced classification ACML 2019
Class-Balanced Loss Based on Effective Number of Samples CVPR 2019
Large-Scale Long-Tailed Recognition in an Open World CVPR 2019
Iterative Metric Learning for Imbalance Data Classification IJCAI 2018
Stochastic Proximal Algorithms for AUC Maximization ICML 2018
QUB at SemEval-2017 Task 6: Cascaded Imbalanced Classification for Humor Analysis in Twitter SEMEVAL 2017
Disguise Adversarial Networks for Click-through Rate Prediction IJCAI 2017
Sample-Specific SVM Learning for Person Re-Identification CVPR 2016
Stochastic Online AUC Maximization NIPS 2016
Classification of Imbalanced Data with a Geometric Digraph Family JMLR 2016
Absent Data Generating Classifier for Imbalanced Class Sizes JMLR 2015